Case Study · Career Empowerment Services · 9 months
From Chaos to Capability
an OpsDNA Case Study
A career services company. A broken fulfillment process. 9 months of disciplined methodology. Here's what changed.
From one structured SCALE engagement · Lean Six Sigma DMAIC · 9 months
59 %
Faster Delivery
39 days → 16 days average turnaround time
46 %
SLA Compliance
65.4% → 95.7%
compliance rate
197 %
Revenue Growth
Black Friday year-over-year
revenue growth
67 %
Manual Work Reduce
9 manual steps → 3 steps per project
Where they started
A Founder Touching Everything
Four disconnected platforms. Nine manual steps per project. No QA standards. No decision ownership. A founder touching everything — and trust in the service was starting to slip.
"I value the work, but the timeline has been more extended than I expected."
— Direct customer feedback
4 Disconnected Platforms
No unified system. Data and tasks scattered across tools with no single source of truth.
9 Manual Steps Per Project
Every project required extensive human intervention at every stage — slow and error-prone.
Low QA Compliance
Rubrics and checkpoints were in place, yet quality still varied by person instead of being reliably enforced.
No Decision Ownership
Accountability gaps at every level forced the founder into daily operational firefighting.
THE METHODOLOGY
What 9 months of discipline produced.
Every method in this engagement — VOC, SIPOC, MSA, SPC, Fishbone, VSM, Control Plans — is a core component of every OpsDNA SCALE engagement.
THE METHODOLOGY
What 9 months of discipline produced.
Every method in this engagement — VOC, SIPOC, MSA, SPC, Fishbone, VSM, Control Plans — is a core component of every OpsDNA SCALE engagement.
Signal · Define
Establish what success looks like
and who is responsible.
Voice of Customer analysis, CTQ translation, SIPOC process mapping, stakeholder and RACI mapping.
18 raw customer complaints translated into 6 measurable CTQs. Project scope locked. Roles and accountability documented before any solution was designed.
Signal · Measure
Quantify the problem with data before designing any solution.
Current-state process mapping, Measurement System Analysis, Statistical Process Control, Process Capability analysis, Takt Time calculation.
Cpk: 0.12. Sigma Level: −0.32. DPMO: 627,310. QA inter-rater agreement: 0%. The process could not reliably meet the 45-day SLA, and quality evaluation was completely inconsistent.
Architect · Analyze
Find the true root cause — not the symptom.
Fishbone diagram, 5-Why root cause analysis, Pareto prioritization, correlation and regression analysis.
Hypothesis testing confirmed revision cycle time was NOT the bottleneck (p = 0.653). 6 structural root causes identified. Platform fragmentation and lack of decision ownership confirmed as primary drivers.
Architect · Improve
Redesign the system. Automate. Standardize. Remove the waste.
Future-state Value Stream Mapping, NVA/VA classification, platform consolidation, end-to-end workflow automation, QA rubric and SOP library.
9 manual steps reduced to 3. Stripe → Notion → Zapier integration built. Automated intake, task assignment, and client communication deployed. QA standards embedded in every workflow stage.
Lock · Control
Lock in the gains. Monitor for drift. Make results permanent.
Control Plan deployment, I-MR Control Charts, 2-Sample T-Test, KPI dashboard, escalation protocols.
Statistical significance of improvement confirmed. TAT, SLA, QA, and CSAT monitored weekly. Escalation paths and response actions pre-assigned. Governance cadence established.
From Chaos to Capability
an OpsDNA Case Study
A career services company. A broken fulfillment process. 9 months of disciplined methodology. Here's what changed.
From one structured SCALE engagement · Lean Six Sigma DMAIC · 9 months
59 %
Faster Delivery
39 days → 16 days average turnaround time
46 %
SLA Compliance
65.4% → 95.7%
compliance rate
197 %
Revenue Growth
Black Friday year-over-year
revenue growth
67 %
Manual Work Reduce
9 manual steps → 3 steps per project
Where they started
A Founder Touching Everything
Four disconnected platforms. Nine manual steps per project. No QA standards. No decision ownership. A founder touching everything — and trust in the service was starting to slip.
"I value the work, but the timeline has been more extended than I expected."
— Direct customer feedback
4 Disconnected Platforms
No unified system. Data and tasks scattered across tools with no single source of truth.
Low QA Compliance
Rubrics and checkpoints were in place, yet quality still varied by person instead of being reliably enforced.
9 Manual Steps Per Project
Every project required extensive human
intervention at every stage — slow and error-prone.
No Decision Ownership
Accountability gaps at every level forced the founder into daily operational firefighting.
THE METHODOLOGY
What 9 months of discipline produced.
Every method in this engagement — VOC, SIPOC, MSA, SPC, Fishbone, VSM, Control Plans — is a core component of every OpsDNA SCALE engagement.
Signal · Define
Establish what success looks like
and who is responsible.
Voice of Customer analysis, CTQ translation, SIPOC process mapping, stakeholder and RACI mapping.
18 raw customer complaints translated into 6 measurable CTQs. Project scope locked. Roles and accountability documented before any solution was designed.
Signal · MEASURE
Quantify the problem with data before designing any solution.
Current-state process mapping, Measurement System Analysis, Statistical Process Control, Process Capability analysis, Takt Time calculation.
Cpk: 0.12. Sigma Level: −0.32. DPMO: 627,310. QA inter-rater agreement: 0%. The process could not reliably meet the 45-day SLA, and quality evaluation was completely
inconsistent.
Architect · Analyze
Find the true root cause — not the symptom.
Fishbone diagram, 5-Why root cause analysis, Pareto prioritization, correlation and regression analysis.
Hypothesis testing confirmed revision cycle time was NOT the bottleneck (p = 0.653). 6 structural root causes identified. Platform fragmentation and lack of decision
ownership confirmed as primary drivers.
Architect · IMPROVE
Redesign the system. Automate. Standardize. Remove the waste.
Future-state Value Stream Mapping, NVA/VA classification, platform consolidation, end-to-end workflow automation, QA rubric and SOP library.
9 manual steps reduced to 3. Stripe → Notion → Zapier integration built. Automated intake, task assignment, and client communication deployed. QA standards embedded in every workflow stage.
Lock · Control
Lock in the gains. Monitor for drift. Make results permanent.
Control Plan deployment, I-MR Control Charts, 2-Sample T-Test, KPI dashboard, escalation protocols.
Statistical significance of improvement confirmed. TAT, SLA, QA, and CSAT monitored weekly. Escalation paths and response actions pre-assigned. Governance cadence established.
The result that says it all
$69,003
Black Friday 2024 revenue. Up from $23,257 the prior year.
Same product. Same promotion. Different operation.
When the system runs cleanly, growth is not a strategy problem. It's a structural output.
These are the same tools inside every SCALE engagement.
Every method applied in this case study — VOC, SIPOC, MSA, SPC, Fishbone, VSM, FMEA, Control Plans — runs inside every OpsDNA
engagement. The methodology is consistent. The results follow the structure.
SEE THE FULL SCALE SYSTEM
Ready to start it all
Your business is next.
Book a Diagnostic Call. 45 minutes. We'll give you a straight read on what's structurally breaking — and whether OpsDNA is the right fit to fix it.
Free · 45 minutes · No pitch
The result that says it all
$69,003
Black Friday 2024 revenue. Up from $23,257 the prior year.
Same product. Same promotion. Different operation.
When the system runs cleanly, growth is not a strategy problem. It's a structural output.
These are the same tools inside every SCALE engagement.
Every method applied in this case study — VOC, SIPOC, MSA, SPC, Fishbone, VSM, FMEA, Control Plans — runs inside every OpsDNA engagement. The methodology is consistent. The results follow the structure.
See the full SCALE System
Ready to start
Your business is next.
Book a Diagnostic Call. 45 minutes. We'll give you a straight read on what's structurally breaking — and whether OpsDNA is the right fit to fix it.
Free · 45 minutes · No pitch
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